51 tagged ml experiments, measured the same way as everything else here.
Browse within: MLOps 51agent-memory 51knowledge-crystallization 51
topprismdata/cultivating-ml-agent
Skill Claude CodeCodex
AutoGluon TimeSeriesPredictor: special API and presets for time series forecasting (different from TabularPredictor). Validated on Store Sales (N=3M, 33 families × 54 stores × 1684 days): AG 1.5 Chronos-2 + Chronos + onpromotion covariates → LB RMSLE 0.39525 (best historical, vs AG 1.4 0.41852, vs manual 3.0+). Use…
topprismdata/cultivating-ml-agent
Skill Claude CodeCodex
Avoid applying domain knowledge constraints that hurt ML model performance. Use when: (1) Considering medical/physical/logical constraints on training data, (2) Adversarial validation AUC changes significantly after applying constraints (>0.10 shift), (3) CV score drops after adding "reasonable" domain rules, (4)…
topprismdata/cultivating-ml-agent
Skill Claude CodeCodex
A guide for running Kaggle competitions, an online platform where people build models against shared datasets, and organizing research in a searchable NotebookLM knowledge base.